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--- |
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language: |
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- en |
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license: apache-2.0 |
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size_categories: |
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- 1M<n<10M |
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task_categories: |
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- text-classification |
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pretty_name: VAERS outcomes |
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dataset_info: |
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features: |
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- name: id |
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dtype: int32 |
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- name: text |
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dtype: string |
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- name: label |
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dtype: |
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class_label: |
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names: |
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'0': No event |
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'1': ER_VISIT |
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'2': ER_VISIT, HOSPITAL |
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'3': DIED |
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'4': HOSPITAL |
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'5': ER_VISIT, HOSPITAL, DIED |
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'6': HOSPITAL, DIED |
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'7': ER_VISIT, DIED |
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splits: |
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- name: train |
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num_bytes: 779491384 |
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num_examples: 1270444 |
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- name: test |
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num_bytes: 166688335 |
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num_examples: 272238 |
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- name: val |
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num_bytes: 165858410 |
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num_examples: 272238 |
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download_size: 558443156 |
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dataset_size: 1112038129 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: test |
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path: data/test-* |
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- split: val |
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path: data/val-* |
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tags: |
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- medical |
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--- |
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<!-- Provide a quick summary of the dataset. --> |
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This data set contains VAERS `SYMPTOM_TEXT` records paired with a list of potential outcomes. |
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### Source Data |
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Data originates from [VAERS](https://vaers.hhs.gov). The code including the transformations that generated this dataset is [here](https://github.com/chrisvoncsefalvay/daedra/blob/main/notebooks/Dataset%20preparation.ipynb). |
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### Encoding |
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The `label` column now comrpises a single powerset-encoded class. |
